Category-Level Object Pose Estimation in Heavily Cluttered Scenes by Generalized Two-Stage Shape Reconstructor

In this paper, we propose a method for robust estimation of the pose of an unknown object instance in an object category from a depth image, even if it is occluded. In cluttered scenes, objects are often mutually occluded, and at the same time, objects in a category often have various shapes. For es...

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Bibliographic Details
Main Authors: Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10458144/